Search Results for author: Sihan Bai

Found 2 papers, 0 papers with code

Robust Noisy Label Learning via Two-Stream Sample Distillation

no code implementations16 Apr 2024 Sihan Bai, Sanping Zhou, Zheng Qin, Le Wang, Nanning Zheng

Noisy label learning aims to learn robust networks under the supervision of noisy labels, which plays a critical role in deep learning.

Pairwise Similarity Distribution Clustering for Noisy Label Learning

no code implementations2 Apr 2024 Sihan Bai

Noisy label learning aims to train deep neural networks using a large amount of samples with noisy labels, whose main challenge comes from how to deal with the inaccurate supervision caused by wrong labels.

Clustering

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